[1]} and [2]} demonstrated that the Adam optimization algorithm [3]} outperforms RMSProp [4]} used in our experiments.
In Appendix Fig. REF  we show that while both active and passive agents perform better with Adam, the tandem effect itself is unaffected by the choice of optimizer.
